18 results with keyword: 'artificial neural networks in freight rate forecasting'
However, compared to traditional time series approaches, there are few studies using artificial intelligence techniques (e.g. artificial neural networks - ANNs) to
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Keywords: Tanker Market, Freight Rates, Forecasting, Modeling, Simulation, Artificial Neural Networks (ANN).. JEL Classification: C6,
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I n this paper we use data from the five waves of the Irish Innovation Panel (IIP) to profile the innovation performance of manufacturing plants in Ireland and Northern Ireland
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Keywords : neural networks, artificial neural networks (ANN), exchange rate, foreign exchange rate (FER) Hidden Markov Model Foreign Exchange Rate (HMMFER), artificial neural
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This is why the founders of Advanced Discovery saw the need to create a top-tier, full-service, electronic discovery provider, committed to developing faster, more accurate and
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Using virtual reality the SANDBOX allows the user to bypass the current structuring of the data and access the contents of a scientific database by recreating the original
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Despite the random walk estimation, we examine the performance of two types of ANNs: Multi-layered feedforward network (MLFN) and General Regression Neural Network (GRNN)
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Key words: Demand forecasting, artificial neural networks, metal-mechanical industry, production planning, industry, artificial
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Keywords: Electricity Price Forecasting, Short-Term Load Forecasting, Electricity Markets, Artificial Neural Networks, Fuzzy
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Tools for as to word template with auto increment invoice number in the number change only when the master invoice numbers automatically calculated using custom coding with your
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Forecasting ozone levels using artificial neural networks, Forecasting Models, 2010. Comparison of neural network models with arima and regression models for prediction of
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Finally, the forecasting of Exchange rates using an Artificial Neural Network model .In this paper we investigate the effects of three important factors on Artificial Neural
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Previously statistical models were used for the prediction of electrical load, but with the advent of Artificial Neural Networks, load forecasting using Artificial Neural
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Keywords: combining forecasts , ensemble method , artificial neural network , stock market prediction , financial time series forecasting , exchange rate forecasting ,
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Increasingly applications of artificial intelligence (AI) techniques, mainly artificial neural networks, have been applied to technical financial forecasting as they have
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Wang [9], in the study of the neural networks forecasting model of air passenger transportation and freight transportation, used eight variables, including
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